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State x Category Summary

Predictive Maintenance for Infrastructure in Michigan

1 verified implementations across 1 agencies and 16 active solutions.

Data confidence: Inferred•Last updated: February 25, 2026

Sources

  • https://docs.example.com/evidence/911
Preliminary Market Data

Reported in public records — not yet verified.

Sourced from public procurement data.

Trust confidence: Inferred

Freshness timestamp: February 25, 2026

Know more? Help us improve this pageHelp us verify this dataBroaden to MichiganRemove location filter
Solutions//AIMLArtificial Intelligence & Machine Learning/Predictive Maintenance for Infrastructure

Predictive Maintenance for Infrastructure

Needs More Data

External Procurement Codes

UNSPSC

43232300

NIGP

920-00

NAICS

541511

Peer Spend Benchmark

Agencies in Michigan

Median $514,319

Range $514,319 - $514,319 (IQR)

Based on 1 observed contracts across 1 comparable agencies.

Thin sample: treat this estimate cautiously.

Derived from active implementation contract values recorded in Neon.

Citations: #1

First quantified fact: 0 active solutions with 2 verified implementations across 3 agencies in this hub.

Data as of 2026-02-25. Sources: #1

Preliminary Market Data

Reported in public records — not yet verified.

Sourced from public procurement data.

Trust confidence: Reported

Freshness timestamp: February 25, 2026

Know more? Help us improve this pageHelp us verify this data

Market Overview

Category accentVerified metric indicator
Solutions
16
VERIFIEDVerified Implementations
2

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Agencies Near You

Nearby public agencies in US-MI, US using artificial intelligence machine learning.

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Buyer's Guide: Predictive Maintenance for Infrastructure

Expert Guidance Coming Soon

Our research team is developing comprehensive buyer's guide content for Predictive Maintenance for Infrastructure. This will include procurement best practices, evaluation criteria, and peer insights.

Procurement Timeline

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Geographic Adoption of Predictive Maintenance for Infrastructure

Fewer
More implementations
View state-by-state data table
StateImplementationsAdoption Rate
MI1100.0%
WV1100.0%

Top Adopting States

StateImplementationsAgencies
#1MI
11View state page →
Vendors
16
Agencies
3
States Covered
10
Median Contract Value
$416,310

Last activity: 4 days ago

#2WV
11View state page →

Evidence & Documentation

No evidence documentation available yet.

Frequently Asked Questions

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Context: hub:artificial-intelligence-machine-learning/predictive-maintenance-for-infrastructure

Government Excellence Grid

Predictive Maintenance for Infrastructure solutions plotted by quality and adoption

Proven LeadersEmergingRising StarsEstablishedStates CoveredQuality Score051015200.700.750.800.850.900.951.00Interactive scatter plot showing 5 solutions plotted by quality score (Y-axis, 0.70 to 1.00) and states covered (X-axis, 0 to 15). Each circle represents a solution, with size indicating implementation count and ring color indicating verification level (thin neutral = auto-verified, medium green = government-verified, thick gold = admin-verified).
SolutionQualityStatesQuadrant
Local CAD Portal 43 Platform
Local Services Inc 85
0.951RISING STARS
Secure Health Sense 993 Platform
Integrated Infrastructure Networks 89
0.950RISING STARS
County Security Sense 603 Platform
ClearView Operations Inc 24
0.881RISING STARS
Gov CRM Connect 626 Platform
ClearView Analytics Partners 97
0.800EMERGING
Secure ERP Sense 68 Platform
Integrated Health LLC 93
0.751EMERGING

Interactive scatter plot showing 5 Predictive Maintenance for Infrastructure solutions. X-axis represents states covered (0 to maximum). Y-axis represents quality score (0.70 to 1.00). Each dot represents a solution. Use Tab to navigate between solutions. Press Enter to view solution details. Press Shift+Enter to add to comparison.

Verification Levels

Auto-Verified
Verified by Government
Admin Verified

Solutions

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1 active

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Procurement Timeline

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